81 lines
2.5 KiB
JSON
81 lines
2.5 KiB
JSON
{
|
|
"created_at_utc": "2026-10-04T07:32:06.053863+00:00",
|
|
"base_url": "http://127.0.0.1:8000",
|
|
"dataset": "evals\\knowledge_retrieval.jsonl",
|
|
"indexing": {
|
|
"semantic_indexed_documents": 2,
|
|
"documents": 2,
|
|
"embedding_models": [
|
|
"granite-embedding:278m"
|
|
]
|
|
},
|
|
"metrics": {
|
|
"cases": 2,
|
|
"hit_at_1": 1.0,
|
|
"hit_at_3": 1.0,
|
|
"mean_reciprocal_rank": 1.0,
|
|
"evidence_rate": 1.0
|
|
},
|
|
"results": [
|
|
{
|
|
"id": "database-version-en",
|
|
"query": "How are old conversation answers migrated?",
|
|
"expected_document": "migration.md",
|
|
"expected_evidence": "selected_version",
|
|
"rank": 1,
|
|
"top_paths": [
|
|
"migration.md",
|
|
"routing.md"
|
|
],
|
|
"expected_document_chunks": [
|
|
0
|
|
],
|
|
"evidence_found": true,
|
|
"search_mode": "hybrid",
|
|
"agent_answer": "لم يتم العثور على مقاطع تجيب مباشرة على سؤال \"How are old conversation answers migrated؟\" في فهرس المعرفة المحلي.",
|
|
"agent_tool": "search_knowledge",
|
|
"agent_files": [
|
|
"migration.md",
|
|
"routing.md"
|
|
],
|
|
"agent_steps": [
|
|
{
|
|
"tool": "search_knowledge",
|
|
"status": "completed"
|
|
}
|
|
],
|
|
"human_rating": null
|
|
},
|
|
{
|
|
"id": "model-routing-ar",
|
|
"query": "ما الحقول التي يعيدها API بعد تحويل الصور: requested_model وauto_routed؟",
|
|
"expected_document": "routing.md",
|
|
"expected_evidence": "auto_routed",
|
|
"rank": 1,
|
|
"top_paths": [
|
|
"routing.md",
|
|
"migration.md"
|
|
],
|
|
"expected_document_chunks": [
|
|
0
|
|
],
|
|
"evidence_found": true,
|
|
"search_mode": "hybrid",
|
|
"agent_answer": "المقطع `routing.md` المقطع 0 يجيب على سؤالك.\nالملف: routing.md، المقطع: 0.\nعند وصول صورة مع نموذج نصي، يختار API نموذج الرؤية المحلي المثبت ويعيد requested_model وmodel وauto_routed.",
|
|
"agent_tool": "search_knowledge",
|
|
"agent_files": [
|
|
"routing.md",
|
|
"migration.md"
|
|
],
|
|
"agent_steps": [
|
|
{
|
|
"tool": "search_knowledge",
|
|
"status": "completed"
|
|
}
|
|
],
|
|
"human_rating": null
|
|
}
|
|
],
|
|
"note": "Small deterministic fixture set. Retrieval metrics cover source ranking and evidence presence, not general RAG quality. Optional agent answers are retained for human review and are not auto-scored."
|
|
}
|